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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Cuda for Deep Learning

Cuda for Deep Learning

Arledge, Elliot

Paperback

General ComputersProgramming

PREORDER - Expected ship date October 27, 2026

ISBN10: 1633434893
ISBN13: 9781633434899
Publisher: Manning Publications
Published: Oct 27 2026
Pages: 425
Weight: 0.99
Language: English
Get the eBook free when you register your print book at Manning.

CUDA (Compute Unified Device Architecture) provides a powerful parallel programming model AI engineers can use to tap the massive processing power of NVIDIA GPUs. CUDA delivers direct control, debugging power, and acceleration at the GPU level that can't be matched by other types of optimizations.

This book shows you how to work within the CUDA ecosystem, from your first kernel to implementing advanced LLM features like Flash Attention. You'll learn to profile with Nsight Compute, identify bottlenecks, and understand why each optimization works. By solving problems at multiple levels of abstraction, you'll develop a deep understanding of CUDA, along with a practical mastery of kernel-building skills. Written for the latest NVIDIA hardware, the book builds a deep understanding of CUDA fundamentals that will stay relevant as chips upgrade and evolve.

What's inside

- 56 kernels to utilize in your models

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